Research Article
A New Adaptive Federated Cubature Kalman Filter Based on Chi-Square Test for SINS/GNSS/SRS/CNS Integration
Table 2
Mean absolute error of different algorithms under the measurement noise with changed statistical characteristics under condition 1.
| Algorithm | Error type | Mean absolute error | (200 s, 300 s) | (500 s, 600 s) | (800 s, 900 s) | Other times |
| FCKF | Velocity | 0.195 m/s | 0.189 m/s | 0.141 m/s | 0.133 m/s | Position | 19.36 m | 6.46 m | 17.66 m/s | 6.36 m | CRDOF | Velocity | 0.133 m/s | 0.149 m/s | 0.134 m/s | 0.126 m/s | Position | 6.64 m | 6.15 m | 6.86 m | 6.77 m | CAFCKF | Velocity | 0.121 m/s | 0.103 m/s | 0.093 m/s | 0.116 m/s | Position | 3.57 m | 3.24 m | 3.98 m | 3.43 m |
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